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http://dx.doi.org/10.1053/j.semtcvs.2021.07.010 | DOI Listing |
Tomography
January 2025
Department of Radiology, University of Padova, 35127 Padova, Italy.
This commentary examines Topological Data Analysis (TDA) in radiology imaging, highlighting its revolutionary potential in medical image interpretation. TDA, which is grounded in mathematical topology, provides novel insights into complex, high-dimensional radiological data through persistent homology and topological features. We explore TDA's applications across medical imaging domains, including tumor characterization, cardiovascular imaging, and COVID-19 detection, where it demonstrates 15-20% improvements over traditional methods.
View Article and Find Full Text PDFAn analysis of the methodology used by the authors of the commented article is presented and errors related to data preparation are pointed out.
View Article and Find Full Text PDFNeuro Oncol
January 2025
Division of Neuro-Oncology, Department of Neurology, and the Herbert Irving Comprehensive Cancer Center, Columbia University Vagelos College of Physicians & Surgeons and New York-Presbyterian New York, NY, USA.
J Gastrointest Surg
January 2025
Department of Surgical Sciences, University of Torino.
J Natl Cancer Inst
January 2025
Department of Pediatrics, Division of Hematology-Oncology, Montreal Children's Hospital, McGill University Health Centre, Montreal, QC H4A5S9, Canada.
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